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A Novel Algorithm to Estimate the Significance Level of a Feature Interaction Using the Extreme Gradient Boosting Machine

Recent studies have revealed the importance of the interaction effect in cardiac research. An analysis would lead to an erroneous conclusion when the approach failed to tackle a significant interaction. Regression models deal with interaction by adding the product of the two interactive variables. T...

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Detalles Bibliográficos
Autores principales: Guo, Chao-Yu, Chang, Ke-Hao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8871671/
https://www.ncbi.nlm.nih.gov/pubmed/35206527
http://dx.doi.org/10.3390/ijerph19042338